OOIR: Observatory of International Research

Papers

(The median citation count of Health Information Science and Systems is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
Classification of COVID-19 chest X-rays with deep learning: new models or fine tuning?	115
Automated detection of mild and multi-class diabetic eye diseases using deep learning	83
Contact tracing apps for the COVID-19 pandemic: a systematic literature review of challenges and future directions for neo-liberal societies	71
Automated epilepsy detection techniques from electroencephalogram signals: a review study	64
PDCOVIDNet: a parallel-dilated convolutional neural network architecture for detecting COVID-19 from chest X-ray images	56
COVID-19 infection map generation and detection from chest X-ray images	52
Classification of normal and depressed EEG signals based on centered correntropy of rhythms in empirical wavelet transform domain	52
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network	52
A hybrid AI approach for supporting clinical diagnosis of attention deficit hyperactivity disorder (ADHD) in adults	40
Detecting autism spectrum disorder using machine learning techniques	40
How can social media analytics assist authorities in pandemic-related policy decisions? Insights from Australian states and territories	39
Improving accessibility of the Australian My Health Records while preserving privacy and security of the system	34
The investigation of multiresolution approaches for chest X-ray image based COVID-19 detection	33
Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network	32
An algorithm for Parkinson’s disease speech classification based on isolated words analysis	25
Machine learning models for classification and identification of significant attributes to detect type 2 diabetes	25
Monitoring COVID-19 pandemic through the lens of social media using natural language processing and machine learning	23
New bag of deep visual words based features to classify chest x-ray images for COVID-19 diagnosis	23
Automatic breast lesion segmentation in phase preserved DCE-MRIs	22
MDU-Net: multi-scale densely connected U-Net for biomedical image segmentation	21
A stacked LSTM for atrial fibrillation prediction based on multivariate ECGs	21
COVID-19 diagnosis from chest x-rays: developing a simple, fast, and accurate neural network	19
Fusion of whole and part features for the classification of histopathological image of breast tissue	18
RSMOTE: improving classification performance over imbalanced medical datasets	17
External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count	17

BTC-fCNN: Fast Convolution Neural Network for Multi-class Brain Tumor Classification	16
Computer-aided diagnosis of hepatocellular carcinoma fusing imaging and structured health data	16
Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy	15
Improving convolutional neural networks performance for image classification using test time augmentation: a case study using MURA dataset	14
Hand tremor detection in videos with cluttered background using neural network based approaches	14
MHA: a multimodal hierarchical attention model for depression detection in social media	13
Optical coherence tomography image based eye disease detection using deep convolutional neural network	13
The correlation of everyday cognition test scores and the progression of Alzheimer’s disease: a data analytics study	13
Analysis of the global situation of COVID-19 research based on bibliometrics	13
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration	12
Mixed pyramid attention network for nuclear cataract classification based on anterior segment OCT images	12
A deep reinforcement learning-based wireless body area network offloading optimization strategy for healthcare services	12
Local feature descriptors based ECG beat classification	12
Studying human-AI collaboration protocols: the case of the Kasparov’s law in radiological double reading	12
A method of VR-EEG scene cognitive rehabilitation training	11
SpecMEn-DL: spectral mask enhancement with deep learning models to predict COVID-19 from lung ultrasound videos	11
MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation	11
Predicting the relationships between gut microbiota and mental disorders with knowledge graphs	10
GLIMPSE: a glioblastoma prognostication model using ensemble learning—a surveillance, epidemiology, and end results study	10
Predicting special care during the COVID-19 pandemic: a machine learning approach	10
MFDNN: multi-channel feature deep neural network algorithm to identify COVID19 chest X-ray images	10
Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning	10
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset	9
Epidemiological investigation of a COVID-19 family cluster outbreak transmitted by a 3-month-old infant	9
A decision support system for mammography reports interpretation	9
Knowledge Graphs of Kawasaki Disease	9
Keyword extraction and structuralization of medical reports	8
Efficacy of novel attention-based gated recurrent units transformer for depression detection using electroencephalogram signals	8
Physicians’ and pharmacists’ use of My Health Record in the emergency department: results from a mixed-methods study	7
Detection and explanation of anomalies in healthcare data	7
Embedding-based link predictions to explore latent comorbidity of chronic diseases	7
A semantic trajectory data warehouse for improving nursing productivity	7
Identification of normal and depression EEG signals in variational mode decomposition domain	7
Meta-path guided graph attention network for explainable herb recommendation	6
A framework for in-vivo human brain tumor detection using image augmentation and hybrid features	6
Patient assignment optimization in cloud healthcare systems: a distributed genetic algorithm	6
Microstate feature fusion for distinguishing AD from MCI	6
Classifying sepsis from photoplethysmography	5
Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine	5
A two-stage segmentation of sublingual veins based on compact fully convolutional networks for Traditional Chinese Medicine images	5
The development of a machine learning algorithm to identify occupational injuries in agriculture using pre-hospital care reports	5
Variability analysis of epileptic EEG using the maximal overlap discrete wavelet transform	4
Autism screening: an unsupervised machine learning approach	4
Quantitative EEG in sports: performance level estimation of professional female soccer players	4
Color-invariant skin lesion semantic segmentation based on modified U-Net deep convolutional neural network	4
Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review	4
Impact of COVID-19 prevalence and mode of transmission on mortality cases over WHO regions	4
Exploring relationship between emotion and probiotics with knowledge graphs	4
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition	4
Towards data-driven tele-medicine intelligence: community-based mental healthcare paradigm shift for smart aging amid COVID-19 pandemic	4

PS-VTS: particle swarm with visit table strategy for automated emotion recognition with EEG signals	4
Automatic breast tissue segmentation in MRIs with morphology snake and deep denoiser training via extended Stein’s unbiased risk estimator	4
Synthesis of fracture radiographs with deep neural networks	3
Autonomous detection of myocarditis based on the fusion of improved quantum genetic algorithm and adaptive differential evolution optimization back propagation neural network	3
Analysis of sentiment changes in online messages of depression patients before and during the COVID-19 epidemic based on BERT+BiLSTM	3
S-LSTM-ATT: a hybrid deep learning approach with optimized features for emotion recognition in electroencephalogram	3
A multi-label classification system for anomaly classification in electrocardiogram	3
A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project	3
Nationwide hospital admission data statistics and disease-specific 30-day readmission prediction	3
Estimation of infection density and epidemic size of COVID-19 using the back-calculation algorithm	3
LDS-CNN: a deep learning framework for drug-target interactions prediction based on large-scale drug screening	3
A new mixed reality tool for training in minimally invasive robotic-assisted surgery	3
A novel empirical wavelet SODP and spectral entropy based index for assessing the depth of anaesthesia	3
Efficient novel network and index for alcoholism detection from EEGs	3